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ARVO Imaging in the Eye Conference Abstract July 2024

Retinal Nerve Fiber Layer Thickness Prediction from Longitudinal OCT Imaging using Deep Learning

JALIL JALILI; Evan Walker; Christopher Bowd; Akram Belghith; Michael H. Goldbaum; Massimo A. Fazio; Christopher A. Girkin; Gustavo De Moraes; Jeffrey M. Liebman; Robert N. Weinreb; Linda Zangwill; Mark Christopher

Invest. Ophthalmol. Vis. Sci.. 2024; 65(9):PP008.

ARVO Annual Meeting Abstract June 2024

A Deep Learning Approach Accurately Estimates RNFL Thickness in OCT Scans Where Instrument-Native Segmentation Fails

Benton Gabriel Chuter; Justin Huynh; Mark Christopher; Ruben Cesar Gonzalez; Evan Walker; Sally Liu Baxter; Akram Belghith; Christopher Bowd; Michael Henry Goldbaum; Jeffrey M Liebmann; Massimo Antonio Fazio; Christopher A Girkin; Robert Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2385.

ARVO Annual Meeting Abstract June 2024

Grammar for Text Description of the Ocular Fundus

Michael Henry Goldbaum; Christopher Bowd; Linda M Zangwill; Mark Christopher; Sally Liu Baxter

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):3748.

ARVO Annual Meeting Abstract June 2024

Evaluating GPT-4 Diagnostic Proficiency in Glaucoma Detection through Fundus Image Analysis

JALIL JALILI; Anuwat Jiravarnsirikul; Christopher Bowd; Akram Belghith; Michael Henry Goldbaum; Sally L. Baxter; Linda M Zangwill; Mark Christopher

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):2832.

ARVO Annual Meeting Abstract June 2024

Deep Learning Prediction of Glaucoma Progression using Multimodal Transformers and Longitudinal Clinical Data

Justin Huynh; Ruben Cesar Gonzalez; Evan Walker; Benton Gabriel Chuter; Alireza Kamalipour; Christopher Bowd; Akram Belghith; Michael Henry Goldbaum; Massimo Antonio Fazio; Christopher A Girkin; Carlos Gustavo De Moraes; Jeffrey M Liebmann; Robert Weinreb; Sally Liu Baxter; Linda M Zangwill; Mark Christopher

Invest. Ophthalmol. Vis. Sci.. 2024; 65(7):1623.

ARVO Annual Meeting Abstract June 2023

Sensitivity of Ultra-Widefield Imaging in Detecting Retinal Tears

Andrew Lin; Fritz Gerald Paguiligan Kalaw; Nathan Scott; Shyamanga Borooah; Michael Henry Goldbaum; Eric Nudleman; William R Freeman; Christopher B Toomey

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):2080.

ARVO Annual Meeting Abstract June 2023

Automated Measurement of RNFL Thickness from OCT Scans Using a Deep Learning Segmentation Free Approach

Benton Gabriel Chuter; Justin Huynh; Mark Christopher; Ruben Gonzalez; Evan Walker; Sally L. Baxter; Akram Belghith; Christopher Bowd; Michael Henry Goldbaum; Jeffrey M Liebmann; Massimo Antonio Fazio; Christopher A Girkin; Robert N Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):359.

ARVO Annual Meeting Abstract June 2023

Multimodal Transformer Model to Detect Glaucoma from OCT and Retinal Nerve Fiber Layer (RNFL) Thickness

Justin Huynh; Ruben Gonzalez; Evan Walker; Benton Gabriel Chuter; Akram Belghith; Christopher Bowd; Michael Henry Goldbaum; Sally L. Baxter; Robert N Weinreb; Ali Tafreshi; Linda M Zangwill; Mark Christopher

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):362.

ARVO Annual Meeting Abstract June 2023

Predicting Surgical Interventions for Glaucoma with Clinically Available Data

Ruben Gonzalez; Justin Huynh; Evan Walker; Bharanidharan Radha Saseendrakumar; Christopher Bowd; Akram Belghith; Michael Henry Goldbaum; Massimo Antonio Fazio; Christopher A Girkin; Gustavo De Moraes; Jeffrey M Liebmann; Robert Weinreb; Sally L. Baxter; Linda M Zangwill; Mark Christopher

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):387.

ARVO Annual Meeting Abstract June 2023

Transformer-based Deep Learning Approach Predicts Glaucoma Surgical Intervention from OCT

Mark Christopher; Ruben Gonzalez; Justin Huynh; Evan Walker; Bharanidharan Radha Saseendrakumar; Christopher Bowd; Akram Belghith; Michael Henry Goldbaum; Massimo Antonio Fazio; Christopher A Girkin; C. Gustavo De Moraes; Jeffrey M Liebmann; Robert N Weinreb; Sally Baxter; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2023; 64(8):371.

ARVO Annual Meeting Abstract June 2022

Comparison of Deep Learning Glaucoma Detection Using Optic Nerve Head Fundus Photos and Optical Coherence Tomography

Mark Christopher; Christopher Bowd; Evan Walker; Akram Belghith; Michael Henry Goldbaum; Jasmin Rezapour; Massimo A. Fazio; Christopher A Girkin; Gustavo De Moraes; Jeffrey M Liebmann; Robert N Weinreb; Andrzej Grzybowski; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2035 – A0476.

ARVO Annual Meeting Abstract June 2022

Primary Open-Angle Glaucoma Detection with Vision Transformer: Improved Generalization Across Independent Fundus Photograph Datasets

Christopher Bowd; Rui Fan; Kamran Alipour; Mark Christopher; Nicole Brye; James A. Proudfoot; Michael Henry Goldbaum; Akram Belghith; Christopher A Girkin; Massimo A. Fazio; Jeffrey M Liebmann; Robert N Weinreb; Michael Pazzani; David Kriegman; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2295.

ARVO Annual Meeting Abstract June 2022

Use of a deep learning image quality model to evaluate impact of clinically relevant forms of degradation on the glaucoma gradability of fundus images

Benton Gabriel Chuter; Justin Huynh; Mark Christopher; Christopher Bowd; Rui Fan; Michael Henry Goldbaum; Akram Belghith; Christopher A Girkin; Massimo A. Fazio; Carlos G DeMoraes; Jeffrey M Liebmann; Robert N Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2043 – A0484.

ARVO Annual Meeting Abstract June 2022

Use of Generative Adversarial Network to Improve Glaucoma Gradability of Fundus Images

Justin Huynh; Benton Gabriel Chuter; Mark Christopher; Christopher Bowd; Rui Fan; Michael Henry Goldbaum; Akram Belghith; Christopher A Girkin; Massimo A. Fazio; Carlos G DeMoraes; Jeffrey M Liebmann; Robert N Weinreb; Linda Zangwill

Invest. Ophthalmol. Vis. Sci.. 2022; 63(7):2037 – A0478.

Articles July 2021

Individualized Glaucoma Change Detection Using Deep Learning Auto Encoder-Based Regions of Interest

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Christopher Bowd; Akram Belghith; Mark Christopher; Michael H. Goldbaum; Massimo A. Fazio; Christopher A. Girkin; Jeffrey M. Liebmann; Carlos Gustavo de Moraes; Robert N. Weinreb; Linda M. Zangwill
TAGS: eye, glaucoma, retinal nerve fiber layer, deep learning
Trans. Vis. Sci. Tech.. 2021; 10(8):19. https://doi.org/10.1167/tvst.10.8.19

ARVO Annual Meeting Abstract June 2021

Deep Learning Predicts Demographic and Clinical Characteristics from Optic Nerve Head OCT Circle and Radial Scans

LeAnn Mendoza; Mark Christopher; Nicole Brye; James A Proudfoot; Akram Belghith; Christopher Bowd; Jasmin Rezapour; Massimo Antonio Fazio; Michael Henry Goldbaum; Robert N Weinreb; Christopher A Girkin; Jeffrey M Liebmann; C Gustavo De Moraes; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):2120.

ARVO Annual Meeting Abstract June 2021

The association between retinal vascular occlusions and cardiovascular disease subtypes

Samantha Madala; Christine Bakhoum; Michael Henry Goldbaum; Mathieu Bakhoum

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):3178.

ARVO Annual Meeting Abstract June 2021

Deep-learning enface image classifier analysis of optical coherence tomography angiography images improves classification of healthy and glaucoma eyes.

Christopher Bowd; Akram Belghith; Mark Christopher; Michael Henry Goldbaum; Rui Fan; Jasmin Rezapour; Sasan Moghimi; Alireza Kamalipour; Huiyuan Hou; Linda M Zangwill; Robert N Weinreb

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1024.

ARVO Annual Meeting Abstract June 2021

Performance of Deep Learning Models to Detect Glaucoma Using Unsegmented Radial and Circle OCT Scans of the Optic Nerve Head

Mark Christopher; Christopher Bowd; James A Proudfoot; Nicole Brye; Akram Belghith; Michael Henry Goldbaum; Jasmin Rezapour; Massimo Antonio Fazio; Christopher A Girkin; C Gustavo De Moraes; Jeffrey M Liebmann; Robert N Weinreb; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1014.

ARVO Annual Meeting Abstract June 2021

A deep learning model to assess fundus photograph image quality and improve predictive value of deep learning models of glaucoma detection.

Benton Chuter; Mark Christopher; Rui Fan; Akram Belghith; Christopher Bowd; Nicole Brye; James A Proudfoot; Jasmin Rezapour; Massimo Antonio Fazio; Michael Henry Goldbaum; Robert N Weinreb; Christopher A Girkin; Jeffrey M Liebmann; C Gustavo De Moraes; Linda M Zangwill

Invest. Ophthalmol. Vis. Sci.. 2021; 62(8):1016.

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Retinal Nerve Fiber Layer Thickness Prediction from Longitudinal OCT Imaging using Deep Learning

A Deep Learning Approach Accurately Estimates RNFL Thickness in OCT Scans Where Instrument-Native Segmentation Fails

Grammar for Text Description of the Ocular Fundus

Evaluating GPT-4 Diagnostic Proficiency in Glaucoma Detection through Fundus Image Analysis

Deep Learning Prediction of Glaucoma Progression using Multimodal Transformers and Longitudinal Clinical Data

Sensitivity of Ultra-Widefield Imaging in Detecting Retinal Tears

Automated Measurement of RNFL Thickness from OCT Scans Using a Deep Learning Segmentation Free Approach

Multimodal Transformer Model to Detect Glaucoma from OCT and Retinal Nerve Fiber Layer (RNFL) Thickness

Predicting Surgical Interventions for Glaucoma with Clinically Available Data

Transformer-based Deep Learning Approach Predicts Glaucoma Surgical Intervention from OCT

Comparison of Deep Learning Glaucoma Detection Using Optic Nerve Head Fundus Photos and Optical Coherence Tomography

Primary Open-Angle Glaucoma Detection with Vision Transformer: Improved Generalization Across Independent Fundus Photograph Datasets

Use of a deep learning image quality model to evaluate impact of clinically relevant forms of degradation on the glaucoma gradability of fundus images

Use of Generative Adversarial Network to Improve Glaucoma Gradability of Fundus Images

Individualized Glaucoma Change Detection Using Deep Learning Auto Encoder-Based Regions of Interest

Deep Learning Predicts Demographic and Clinical Characteristics from Optic Nerve Head OCT Circle and Radial Scans

The association between retinal vascular occlusions and cardiovascular disease subtypes

Deep-learning enface image classifier analysis of optical coherence tomography angiography images improves classification of healthy and glaucoma eyes.

Performance of Deep Learning Models to Detect Glaucoma Using Unsegmented Radial and Circle OCT Scans of the Optic Nerve Head

A deep learning model to assess fundus photograph image quality and improve predictive value of deep learning models of glaucoma detection.

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